publications

publications by categories in reversed chronological order.

2025

  1. IJCNLP 2025
    EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-Commerce Models
    Xinyi Ling, Hanwen Du, Zhihui Zhu, Xia Ning
    PDF
  1. IJCNLP 2025
    Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data
    Xinyi Ling, Hanwen Du, Bo Peng, Zhihui Zhu, Xia Ning
    website

2024

  1. ICML 2024
    eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data
    Bo Peng*, Xinyi Ling*, Ziru Chen, Huan Sun, Xia Ning
    website

2022

  1. ICPICS 2022
    Age Estimation with Synthetic Mask Generation Based on MobileNet and Facial Keypoint Detection
    Yequan Bie, Lingjun Liao, Xinyi Ling, Xiaolong Zhu, Xiaxue Ouyang, Junhui He, Yize Tong, Teoh Teik Toe
    paper